@article{10.1117/1.JMI.12.2.024502, author = {Vishnu Vardhan Reddy Kanamata Reddy and Michael Villordon and Quyen N. Do and Yin Xi and Matthew A. Lewis and Christina L. Herrera and David Owen and Catherine Y. Spong and Diane M. Twickler and Baowei Fei}, title = {{Ensemble of fine-tuned machine learning models for hysterectomy prediction in pregnant women using magnetic resonance images}}, volume = {12}, journal = {Journal of Medical Imaging}, number = {2}, publisher = {SPIE}, pages = {024502}, keywords = {deep learning, radiomics, topographic feature maps, vision transformers, classification, magnetic resonance imaging, placenta accreta spectrum, hysterectomy, Data modeling, Performance modeling, Radiomics, Machine learning, Education and training, Magnetic resonance imaging, Cross validation, Feature extraction, 3D modeling, Image segmentation}, year = {2025}, doi = {10.1117/1.JMI.12.2.024502}, URL = {https://doi.org/10.1117/1.JMI.12.2.024502} }